Journal
2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)
Volume -, Issue -, Pages -Publisher
IEEE
Keywords
Neuromorphic systems; Memristive systems; Nanowire networks; Reservoir computing
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We present simulations based on a model of self assembled nanowire networks with memristive junctions and neural network like topology. We analyze the dynamical voltage distribution in response to an applied bias and explain the network conductance fluctuations observed in our previous experimental studies. We then demonstrate the potential of neuromorphic nanowire networks as a physical reservoir by performing benchmark reservoir computing tasks. The tasks include sine wave nonlinear transformation, sine wave auto generation and forecasting the Mackey Glass chaotic time series.
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